Title :
Visual sensing and recognition of welding environment for intelligent shipyard welding robots
Author :
Kim, Min Young ; Ko, Kuk-Won ; Cho, Hyung Suck ; Kim, Jae-hoon
Author_Institution :
Dept. of Mech. Eng., Korea Adv. Inst. of Sci. & Technol., Seoul, South Korea
Abstract :
Automation of welding process in shipyard is ultimately necessary, since welding site is spatially enclosed by floors and girders, and therefore welding operators are exposed to hostile working conditions. To solve this problem, recently a robotic welding system for closed block assembly has been developed. For complete autonomy, this system needs a sensor system for the weld seam tracking and the recognition of the working environments. In this paper, a three-dimensional laser vision system is developed based on the optical triangulation technology in order to provide robots with work environmental map. This sensor system composed of three laser stripes and two visions is used to detect the welding positions and to recognize the 3D shape of the welding environments. The algorithm architecture for the welding environment recognition is divided into two parts. The first is the conventional 3D scanning module, and the second the plane generation module utilizing a Hough transform. The design of the sensor system and the algorithm for sensing the structured environment are described and discussed in detail
Keywords :
Hough transforms; civil engineering; image recognition; industrial robots; intelligent control; laser beam applications; mobile robots; robot vision; ships; tracking; welding; 3D laser vision system; 3D scanning module; 3D shape; Hough transform; closed block assembly; intelligent shipyard welding robots; laser stripes; optical triangulation technology; plane generation module; sensor system design; visual recognition; visual sensing; weld seam tracking; welding environment; welding environment recognition; Assembly systems; Employee welfare; Machine vision; Optical sensors; Robot sensing systems; Robotic assembly; Robotics and automation; Sensor systems; Structural beams; Welding;
Conference_Titel :
Intelligent Robots and Systems, 2000. (IROS 2000). Proceedings. 2000 IEEE/RSJ International Conference on
Conference_Location :
Takamatsu
Print_ISBN :
0-7803-6348-5
DOI :
10.1109/IROS.2000.895290